Search Results for author: Shimin Wang

Found 9 papers, 0 papers with code

An Execution-time-certified Riccati-based IPM Algorithm for RTI-based Input-constrained NMPC

no code implementations25 Feb 2024 Liang Wu, Krystian Ganko, Shimin Wang, Richard D. Braatz

The execution-time certified capability of the algorithm is theoretically and numerically validated through a case study involving nonlinear control of the chaotic Lorenz system.

Model Predictive Control

Nonparametric Steady-state Learning for Robust Output Regulation of Nonlinear Output Feedback Systems

no code implementations25 Feb 2024 Shimin Wang, Martin Guay, Richard D. Braatz

This article addresses the nonadaptive and robust output regulation problem of the general nonlinear output feedback system with error output.

A nonparametric learning framework for nonlinear robust output regulation

no code implementations26 Sep 2023 Shimin Wang, Martin Guay, Zhiyong Chen

An explicit continuous nonlinear mapping was constructed recently in [1] under the assumption that the steady-state generator is linear in the exogenous signal.

Nonlinear Bipartite Output Regulation with Application to Turing Pattern

no code implementations25 May 2023 Dong Liang, Martin Guay, Shimin Wang

In this paper, a bipartite output regulation problem is solved for a class of nonlinear multi-agent systems subject to static signed communication networks.

Distributed State Estimation for Jointly Observable Linear Systems over Time-varying Networks

no code implementations23 Feb 2023 Shimin Wang, Martin Guay

This paper deals with a distributed state estimation problem for jointly observable multi-agent systems operated over various time-varying network topologies.

Distributed State Estimation for Linear Time-invariant Systems with Aperiodic Sampled Measurement

no code implementations9 Nov 2022 Shimin Wang, Ya-Jun Pan, Martin Guay

This paper deals with the state estimation of linear time-invariant systems using distributed observers with local sampled-data measurement and aperiodic communication.

Learning nonlinear dynamics in synchronization of knowledge-based leader-following networks

no code implementations29 Dec 2021 Shimin Wang, Xiangyu Meng, Hongwei Zhang, Frank L. Lewis

This paper proposes a learning-based fully distributed observer for a class of nonlinear leader systems, which can simultaneously learn the leader's dynamics and states.

Distributed Time- and Event-Triggered Observers for Linear Systems: Non-Pathological Sampling and Inter-Event Dynamics

no code implementations5 May 2021 Shimin Wang, Zhan Shu, Tongwen Chen

For an autonomous linear time-invariant (LTI) system, a distributed observer with time-triggered periodic observations and event-triggered communication is proposed to estimate the state of the system.

Adaptive Cooperative Tracking and Parameter Estimation of an Uncertain Leader over General Directed Graphs

no code implementations24 Mar 2020 Shimin Wang, Hongwei Zhang, Zhiyong Chen

Distributed adaptive observers are designed for all follower nodes, simultaneously estimate the state and parameters of the leader node.

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